using-heavy-mcps

SKILL.md

When working with MCPs that return large payloads—like Sanity queries with full document content or Brain vault searches with entire file contents—you can route these calls through mcporter outside of chat, trim the output with jq, and feed only the compact result back to the model. This avoids the 20–40k token bloat that comes from loading full responses into context.

mcporter responses include built-in helpers that can replace jq for simple extractions. Choose based on your needs:

mcporter returns results wrapped in a CallResult object with helper methods:

使用 mcporter 和 jq 減少來自 Sanity 或 BrainVault 等重型 MCP 的代幣膨脹。在聊天之外過濾和壓縮工具輸出，僅將必要的數據反饋給模型。 來源：nweii/agent-stuff。

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